Basic Statistics

Raw Counts

Name Value
Rows 20,000
Columns 15
Discrete columns 10
Continuous columns 5
All missing columns 0
Missing observations 0
Complete Rows 20,000
Total observations 300,000
Memory allocation 2.7 Mb

Percentages

Data Structure

Missing Data Profile

Univariate Distribution

Histogram

Bar Chart (with frequency)

## 5 columns ignored with more than 50 categories.
## make: 80 categories
## model: 675 categories
## trim: 951 categories
## seller: 3367 categories
## saledate: 782 categories

QQ Plot

Correlation Analysis

## 8 features with more than 20 categories ignored!
## make: 80 categories
## model: 675 categories
## trim: 951 categories
## body: 38 categories
## state: 34 categories
## color: 21 categories
## seller: 3367 categories
## saledate: 782 categories

Principal Component Analysis

## 5 features with more than 50 categories ignored!
## make: 80 categories
## model: 675 categories
## trim: 951 categories
## seller: 3367 categories
## saledate: 782 categories